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airflow

airflow-tutorial

Apache Airflow tutorial

bert-crf-entity-extraction-pytorch

Entity extraction using BERT + CRF for single-tun / multi-turn setting in dialogues

bert-entity-extraction

bert_score

BERT score for text generation

bigbird

Transformers for Longer Sequences

cogltx

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

elasticcourse

This repository suits as example storage for the elastic course I've published on udemy: https://www.udemy.com/course/elastic-8-elasticsearch-kibana-beats-masterclass/

fine-tuning-gpt2

Codebase for the Medium Article on Fine-tuning GPT2 for Text Generation

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

machine-learning-with-ontologies

machine-learning-with-python

Python code for common Machine Learning Algorithms

mashqa

midsummer_network

Creating character network graphs

ner-bert-crf

pos_tagger

Comparison between HMM and SVM model in POS (part of speech) tagging task

pytorch-classification

Logistics Regression and Support Vector Machine using PyTorch

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

sketchpad

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

taskmaster

Please see the readme file as well as our 2019 EMNLP paper linked here -->

thinktwice

ThinkTwice: A Two-Stage Method for Long-Text Machine Reading Comprehension

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

verb.forms.dictionary

Verb forms dictionary

whiteningbert

source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.

word-template

Word Template Plugin for PlantUML : draw UML from Word!

world-cities

List of major cities of the world as a datapackage

xiaochen93

Config files for my GitHub profile.